Machine Learning & Deep Learning
ML, PyTorch, NLP, transformers, fine-tuning and computer vision.
Coming soon2027 Q3
LLM Fine-Tuning: LoRA, QLoRA ve Hugging Face
Ne zaman fine-tune, veri hazırlama, LoRA/QLoRA ile parametre-verimli eğitim, değerlendirme ve dağıtım.
Advanced 24 hoursPricing soon
LoRAQLoRAHugging FacePEFT
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Coming soon2027 Q4
Machine Learning Bootcamp: Python ve Scikit-learn
Sıfırdan ML: Python, pandas, feature engineering, denetimli/denetimsiz öğrenme ve model değerlendirme.
Beginner–Intermediate 40 hoursPricing soon
Pythonscikit-learnpandasFeature engineering
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Coming soon2028 Q1
Deep Learning: PyTorch ile Sinir Ağları
Sinir ağı temelleri, backpropagation, PyTorch, CNN'ler, eğitim döngüsü ve GPU ile hızlandırma.
Intermediate 32 hoursPricing soon
PyTorchSinir ağlarıBackpropCNN
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Coming soon2028 Q1
Transformers ve NLP Mühendisliği
Attention ve transformer mimarisi, tokenization, Hugging Face, fine-tuning ve NLP görev pipeline'ları.
Advanced 28 hoursPricing soon
TransformersAttentionHugging FaceTokenization
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Coming soon2028 Q2
Computer Vision Engineering
Görüntü sınıflandırma, object detection, segmentation, Vision Transformers ve üretime alma.
Intermediate–Advanced 28 hoursPricing soon
CNNObject detectionSegmentationViT
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Coming soon2028 Q2
Reinforcement Learning ve AI Agents
Ödül temelli öğrenme: Q-learning, policy gradient, PPO ve RLHF ile karar veren agent'lar.
Advanced 30 hoursPricing soon
RLQ-learningPolicy gradientPPO
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Coming soon2028 Q2
Synthetic Data Engineering
Üretken modellerle sentetik veri: gizlilik-koruyan üretim, augmentasyon, kalite ve önyargı kontrolü.
Advanced 20 hoursPricing soon
Synthetic dataGenerative modelsPrivacyAugmentation
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